Run
527416

Run 527416

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-02-2016 by Jan van Rijn
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Flow

moa.StackingAttempt_MajorityClass(1)Moa implementation of StackingAttempt
moa.StackingAttempt_MajorityClass(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_MajorityClass(1)_mmoa.classifiers.functions.MajorityClass
moa.StackingAttempt_MajorityClass(1)_cfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.5015
Per class
Confusion matrix
F measure
0.4378
Per class
Kappa
0.0009
KB relative information score
737.2966
Mean absolute error
0.4941
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.5145
Per class
Predictive accuracy
0.5719
Prior entropy
1
Recall
0.5719
Per class
Relative absolute error
0.9882
Root mean prior squared error
0.5
Root mean squared error
0.4961
Root relative squared error
0.9923